Part-of-Speech Tagging with Trigram Hidden Markov Models and the Viterbi Algorithm
Posted on June 07 2017 in Natural Language Processing • Tagged with pos tagging, markov chain, viterbi algorithm, natural language processing, machine learning, python • Leave a comment
Hidden Markov Model
The hidden Markov model or HMM for short is a probabilistic sequence model that assigns a label to each unit in a sequence of observations. The model computes a probability distribution over possible sequences of labels and chooses the best label sequence that maximizes the probability of …
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